Municipality census
POI counts for all 47 prefectures across 16 categories, from 2,629,417 facility records.
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2.63M Japanese POIs with five derived signals you cannot get from raw data. Free tier with attribution. Paid signals from $0.02 per call, no account needed.
The free endpoints need no key and no registration. Replace the prefecture to change the query:
curl "https://koteihi-lab.local-connect-design.trade/api/v1/poi/municipality?prefecture=%E6%9D%B1%E4%BA%AC"
That returns POI counts by category for Tokyo. Paid endpoints return
402 Payment Required with the exact price and a payment header
before you pay anything.
POI counts for all 47 prefectures across 16 categories, from 2,629,417 facility records.
0–100 scores from coordinate plausibility, address completeness, and category resolution. Mean 84.9. Filter before you build.
Facility count, category mix, and density within 500m of 1,917 rail stations. Top: Odawara (594 facilities).
16,064 chain stores detected from 2.63M POIs with facility counts, prefecture coverage, and category breakdown.
Open/closed probability 0–100 for all 2.63M POIs from source recency, category stability, and temporal signals.
| Plan | Price | Requests / month | Rate limit | Access to |
|---|---|---|---|---|
| BASIC | $0 | 1,000 | 60 req/min | municipality, quality |
| PRO | $25 | 250,000 | 600 req/min | + aliveness, catchment, chains |
| ULTRA | $75 | 2,000,000 | 6,000 req/min | + aliveness, catchment, chains |
| MEGA | $150 | 5,000,000 | 30,000 req/min | + aliveness, catchment, chains (highest quota; automated SLA and a public status page) |
| x402 pay-as-you-go | $0.02–$0.05/call | — | 1,000 req/min | paid datasets, derived signals and paid MCP tools, no account and no API key |
Attribution is required on every response at every tier. The three paid datasets are unlocked by the RapidAPI feature "Premium Datasets" (Basic: off, Pro/Ultra/Mega: on). Pay-per-use over x402 is available for the three paid datasets. Support is documentation-first and fully self-service: the OpenAPI spec, llms.txt and every error response are the complete reference, and there is no human support. Refunds for RapidAPI subscriptions are handled by RapidAPI support.
Subscriptions are billed on RapidAPI. Micropayments are USDC on Base. No monthly minimum on the pay-as-you-go tier. RapidAPI takes a 25% marketplace fee, so a $150 MEGA plan pays out $112.50.
402 with accepts[] describing the scheme, network, asset, amount, and pay-to address.PAYMENT-SIGNATURE header. If the facilitator verifies it, you get the data.Nothing is charged before step 2, and the amount is fixed in the 402 response.
Streamable HTTP MCP endpoint at /mcp with the same five signals.
Paid tools return a payment_required result that includes the
PAYMENT-REQUIRED header, so an agent can sign and pay in one
round trip.
claude mcp add --transport http japan-places https://koteihi-lab.local-connect-design.trade/mcp
Bundled offline server (data inside the package, no network required):
npx -y @modelcontextprotocol/server-japan-places
Machines: /llms.txt is the machine-readable API description.
licenses and attributions arrays when you store records, and display the attribution link on any surface showing the data.Full chain of upstream licenses (Overture Maps, 81 municipal datasets, MLIT, e-Stat, Japan Post) with what we changed: attribution.
11.3% of records are unclassified upstream, some coordinates drift, and closed shops persist until the weekly rebuild. We publish the exact numbers and the filters that handle each case: known limitations.
Score a retail location by station footfall (catchment) against category saturation (census).
Find prefectures where a brand is under-represented relative to POI density.
Demand modelling from POI counts by prefecture and category.
Query Japanese geography without pre-baked integrations; pay per call with x402.
| Endpoint | Price | Description | Query |
|---|---|---|---|
GET /poi/municipality | Free | 47都道府県×16カテゴリのPOI件数 | - |
GET /poi/quality | Free | ジオコーディング品質の分布 | - |
GET /poi/catchment | $0.05/call | 駅周辺の人口・施設密度 | limit |
GET /poi/chains | $0.03/call | チェーン店の出店密度 | min_count, limit |
GET /poi/aliveness | $0.02/call | 街の活気スコア | min_score, limit |
GET /poi | Free | データセット一覧と価格 | - |
GET /health | Free | サービス状態 | - |
GET /openapi | Free | OpenAPI 3.0 仕様 | - |
GET /signals/energy/price | $0.05/call | JEPX電力需給×気象からの価格シグナル | area |
GET /signals/subsidy/award-rate | $0.05/call | 補助金採択率推定インデックス | industry, prefecture |